{"id":"W4206538406","doi":"10.2196/preprints.20240","title":"Closing the COVID-19 Psychological Treatment Gap for Cancer Patients in Alberta: Protocol for the Implementation and Evaluation of Text4Hope-Cancer Care (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Health Sciences Centre; Alberta Health; University of Calgary; University of Alberta","funders":"Alberta Children's Hospital Foundation; University of Alberta; Alberta Cancer Foundation; Royal Alexandra Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Anxiety; Depression (economics); Medicine; Population; Cancer; Psychological intervention; Psychiatry; Psychology; Family medicine; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02720419,0.002425361,0.002249812,0.001874093,0.007499507,0.002559441,0.004257958,0.00317627,0.08804598],"category_scores_gemma":[0.01928413,0.002655308,0.00273756,0.002096227,0.001773539,0.001401263,0.002552482,0.004669684,0.01011103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02985084,"about_ca_system_score_gemma":0.1003079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2410448,"about_ca_topic_score_gemma":0.362572,"domain_scores_codex":[0.9905944,0.004769976,0.001011521,0.0006666731,0.001287389,0.001670065],"domain_scores_gemma":[0.9846396,0.002463951,0.001519153,0.001160282,0.006759692,0.003457326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.130245,0.0645979,0.01397314,0.02936611,0.0006629117,0.001232481,0.009743971,0.006554895,0.005112736,0.007631253,0.3251127,0.405767],"study_design_scores_gemma":[0.2482437,0.05428454,0.1249717,0.01977176,0.0007950074,0.000237319,0.01066368,0.003924293,0.00473898,0.004833585,0.5268074,0.0007280719],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002667898,0.00009725662,0.0006352964,0.0002910716,0.0001293997,0.9910811,0.002817025,0.00005417184,0.002226854],"genre_scores_gemma":[0.002362809,0.0001270323,0.002396649,0.0002746171,0.00003279933,0.9931887,0.0006093982,0.000004902488,0.001003088],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7589552,"threshold_uncertainty_score":0.4792835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3560665516606079,"score_gpt":0.61013095920661,"score_spread":0.2540644075460021,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}